Mark saw the email the moment it popped up: plagiarism. His heart sunk, but then he saw the student's name: Chloe. He’d seen how much she struggled with the English language, always trying hard, always trying. He remembered the times he'd helped her with her grammar, the slow, painstaking effort she put into her work.

He found her in the library, hunched over her laptop, tears silently tracking down her cheeks. He wanted to reach out, to reassure her. He approached her, careful not to startle her.

“Let’s go through this together,” he said quietly, pulling up a chair. He began to dissect the professor's allegations, his mind already formulating a plan. He felt a stirring of something akin to responsibility, a need to shield her from the injustice.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458